# DevTools

> DevTools — jcp-vision-devtools. Use this tool when you need to debug and troubleshoot Django and MySQL applications, as it provides a comprehensive AI-powered support system to identify and resolve errors. It accepts various inputs, including error pages, screenshots, HTML, and free-form text, and outputs detailed mappings of functions, sub-functions, and database models to trace logic and data flow. Ideal for developers working with complex web applications, DevTools streamlines the debugging process and enhances productivity.

Canonical page: https://skillsregistry.net/skills/jcp-vision-devtools  
JSON: https://api.skillsregistry.net/v1/skills/jcp-vision-devtools

## Description

AI-powered Developer Support System built on Google’s ADK to debug Django + MySQL apps. Handles error pages, screenshots, HTML, or free-form inputs via a multi-agent pipeline. Maps functions, sub-functions, and DB models to trace logic and data flow.

## Trust

- **Trust score (0–1):** 0.79
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/JCP-VISION/DevTools)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jcp-vision-devtools"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jcp-vision-devtools` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jcp-vision-devtools/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt